Publication: Innovation Activity in South Africa: Measuring the Returns to R&D
Loading...
Date
2018-06-29
ISSN
Published
2018-06-29
Editor(s)
Abstract
Improvements in productivity is necessary to effectively increase economic growth in the long term.The literature emphasises a positive correlation between firm-level innovation and productivity gains, although evidence for developing countries has been less conclusive. It is unsurprising then, that policymakers and researchers widely acknowledge that innovation is one of the major drivers of productivity growth, and is therefore of critical importance to the competitiveness and growth of firms and the macro-economy. We look at the dynamics of R&D expenditure in South Africa over the period 2009 to 2014 at the firm level using the South African Revenue Service and National Treasury Firm-Level Panel, which is an unbalanced panel dataset of administrative tax data from 2008 to 2016. Expenditure on R&D is used extensively as a proxy for innovation in the literature as it improves the capability for developing new products and processes and improving existing ones. We use a production function approach to estimate the return to R&D in South African manufacturing firms, a theoretical framework which is the predominant approach in the literature. This paper, however, is one of only a few estimating the return to R&D using firm-level data in a developing country.
Link to Data Set
Citation
“Schaffer, Mark; Steenkamp, Andre; Flowerday, Wayde; Goddard, John Gabriel. 2018. Innovation Activity in South Africa: Measuring the Returns to R&D. © World Bank. http://hdl.handle.net/10986/30265 License: CC BY 3.0 IGO.”
Associated URLs
Associated content
Other publications in this report series
Journal
Journal Volume
Journal Issue
Collections
Related items
Showing items related by metadata.
Publication Igniting Innovation : Rethinking the Role of Government in Emerging Europe and Central Asia(World Bank, 2011-09-22)This book builds on the lessons from public institutions and programs to support innovation, both successful and failed, from Europe and Central Asia (ECA) as well as China, Finland, Israel, and the United States. Field visits to these countries were hosted by the innovation and scientific agencies of the respective governments, strengthening the international experiences presented here. This book is a culmination of ten years of analytic and operational work led by the private and financial sector development department and the chief economist's office of the ECA region of the World Bank. Several regional reports and country policy notes exploring these issues have been published over the years. The book also reflects the lively discussion in the ongoing series of flagship events to promote knowledge based economies in the region. The most recent knowledge economy forum was held in Berlin in 2010, hosted by the fraunhofer center for Central and Eastern Europe. The book identifies policies that have an adverse affect on innovation. It also identifies policy gaps that, if filled, could have a catalytic effect on private sector innovation.Publication Globalization and Ttechnology Absorption in Europe and Central Asia : The Role of Trade, FDI, and Cross-Border Knowledge Flows(Washington, DC : World Bank, 2008)This study analyzes the extent of knowledge and technology absorption for firms in Europe and Central Asia (ECA), as well as the factors that influence absorption, using statistical analyses of various data sources, including the World Bank enterprise surveys, patent databases maintained by the United States (U.S.) and European patent offices, and case studies. The study addresses the following issues: (i) what can we learn from patents and patent citations about international knowledge flows and cross-national technological cooperation in ECA? (ii) How does openness to trade, participation in global supply networks, and investment in human capital, via on-the-job training, enhance knowledge and technology absorption in ECA-region manufacturing firms? How does foreign direct investment (FDI) stimulate acquisition of managerial and technical skills, new machinery and equipment, and market development?Publication Innovation Shortfalls(World Bank, Washington, DC, 2007-07)There is a common perception that low productivity or low growth is due to what can be called an "innovation shortfall," usually identified as a low rate of investment in research and development (R&D) when compared with some high innovation countries. The usual reaction to this perceived problem is to call for increases in R&D investment rates, usually specifying a target that can be as high as 3 percent of GDP. The problem with this analysis is that it fails to see that a low R&D investment rate may be appropriate given the economy's pattern of specialization, or may be just one manifestation of more general problems that impede accumulation of all kinds of capital. How can we know when a country suffers from an innovation shortfall above and beyond the ones that should be expected given the country's specialization and accumulation patterns? This is the question the authors tackle in this paper. First, they show a simple way to estimate the R&D gap that can be explained by a country's specialization pattern, illustrating it for the case of Chile. For this country they find that although its specialization in natural-resource-intensive sectors explains part of its R&D gap, a significant shortfall remains. Second, the authors show how a calibrated model can be used to determine the R&D gap that should be expected given a country's investment in physical and human capital. If the actual R&D gap is above this expected gap, then one can say that the country suffers from a true innovation shortfall.Publication Growth through Innovation : An Industrial Strategy for Shanghai(World Bank, Washington, DC, 2009-04-22)In broad terms, the sources of economic growth are well understood but relatively few countries have succeeded in effectively harnessing this knowledge for policy purposes so as to sustain high rates of growth over an extended period of time (commission on growth and development 2008; Yusuf 2009a). This study argues, however, that a high growth strategy which puts technology upgrading and innovation at the center might warrant a different approach from the one currently favored. It derives from the experience of global cities such as New York and London and the empirical research on industrial performance and on innovation. This has yielded four significant findings: first, monosectoral services based economies grow slowly because they benefit less from increases in productivity and from innovation. Second, manufacturing industries producing complex capital goods, electronic equipment, and sophisticated components are more Research and Development (R&D) intensive, generate many more innovations, are more export oriented, have a solid track record of rising productivity, and having achieved competitiveness, are in a better position to sustain it because the entry barriers to these industries tend to be higher. By giving rise to dense backward and forward linkages these industries can serve as the nuclei of urban clusters and maximize employment generation. Third, industrial cities create many more jobs for a middle class and tend to have a more equal distribution of income than cities which are dominated by services. Fourth, and finally, cities with a world class tertiary education and research infrastructure linked to industry, are more resilient in the face of shocks, more innovative, and better able to reinvent themselves.Publication Productivity, Innovation and Growth in Sri Lanka : An Empirical Investigation(World Bank, Washington, DC, 2013-02)This study investigates the impact of key business environment indicators on productivity, innovation, and growth in Sri Lanka through a cluster-level productivity analysis, a firm-level total factor productivity analysis, and a firm-level innovation analysis. For the cluster-level productivity analysis (as measured by output and value added per worker), it combines two established data sources in a novel way by importing average 'industry-size-location' cluster-level business environment variables from the World Bank Enterprise Survey to the comprehensive Sri Lanka Census of Industry productivity data available for similar clusters of enterprises. For the firm-level total factor productivity analysis, it compares data from the 2011 World Bank Enterprise Survey with those from 2004. For the firm-level innovation analysis, it compares findings from the 2011 World Bank Enterprise Survey with a representative sample of enterprises collected as part of the Sri Lanka Longitudinal Survey of Enterprises. The empirical findings highlight the importance -- for cluster-level productivity, firm-level total factor productivity, and innovation -- of connectivity to global knowledge (reflected by one or more of export participation, directly imported inputs, foreign ownership, and use of the internet), availability of skills, access to finance, and competition. The paper also presents evidence, under the assumption that the samples are statistically representative, that both allocative and average technical efficiency have improved, with allocative efficiency increasing roughly four-fold between 2003 and 2010, and accounting for the overwhelming share of the aggregate increase in total factor productivity over this time period. Most of the improvement in allocative efficiency has occurred among larger firms, and in large rather than small cities.
Users also downloaded
Showing related downloaded files
Publication Global Economic Prospects, January 2024(Washington, DC: World Bank, 2024-01-09)Note: Chart 1.2.B has been updated on January 18, 2024. Chart 2.2.3 B has been updated on January 14, 2024. Global growth is expected to slow further this year, reflecting the lagged and ongoing effects of tight monetary policy to rein in inflation, restrictive credit conditions, and anemic global trade and investment. Downside risks include an escalation of the recent conflict in the Middle East, financial stress, persistent inflation, weaker-than-expected activity in China, trade fragmentation, and climate-related disasters. Against this backdrop, policy makers face enormous challenges. In emerging market and developing economies (EMDEs), commodity exporters face the enduring challenges posed by fiscal policy procyclicality and volatility, which highlight the need for robust fiscal frameworks. Across EMDEs, previous episodes of investment growth acceleration underscore the critical importance of macroeconomic and structural policies and an enabling institutional environment in bolstering investment and long-term growth. At the global level, cooperation needs to be strengthened to provide debt relief, facilitate trade integration, tackle climate change, and alleviate food insecurity.Publication Global Economic Prospects, June 2025(Washington, DC: World Bank, 2025-06-10)The global economy is facing another substantial headwind, emanating largely from an increase in trade tensions and heightened global policy uncertainty. For emerging market and developing economies (EMDEs), the ability to boost job creation and reduce extreme poverty has declined. Key downside risks include a further escalation of trade barriers and continued policy uncertainty. These challenges are exacerbated by subdued foreign direct investment into EMDEs. Global cooperation is needed to restore a more stable international trade environment and scale up support for vulnerable countries grappling with conflict, debt burdens, and climate change. Domestic policy action is also critical to contain inflation risks and strengthen fiscal resilience. To accelerate job creation and long-term growth, structural reforms must focus on raising institutional quality, attracting private investment, and strengthening human capital and labor markets. Countries in fragile and conflict situations face daunting development challenges that will require tailored domestic policy reforms and well-coordinated multilateral support.Publication The Container Port Performance Index 2023(Washington, DC: World Bank, 2024-07-18)The Container Port Performance Index (CPPI) measures the time container ships spend in port, making it an important point of reference for stakeholders in the global economy. These stakeholders include port authorities and operators, national governments, supranational organizations, development agencies, and other public and private players in trade and logistics. The index highlights where vessel time in container ports could be improved. Streamlining these processes would benefit all parties involved, including shipping lines, national governments, and consumers. This fourth edition of the CPPI relies on data from 405 container ports with at least 24 container ship port calls in the calendar year 2023. As in earlier editions of the CPPI, the ranking employs two different methodological approaches: an administrative (technical) approach and a statistical approach (using matrix factorization). Combining these two approaches ensures that the overall ranking of container ports reflects actual port performance as closely as possible while also being statistically robust. The CPPI methodology assesses the sequential steps of a container ship port call. ‘Total port hours’ refers to the total time elapsed from the moment a ship arrives at the port until the vessel leaves the berth after completing its cargo operations. The CPPI uses time as an indicator because time is very important to shipping lines, ports, and the entire logistics chain. However, time, as captured by the CPPI, is not the only way to measure port efficiency, so it does not tell the entire story of a port’s performance. Factors that can influence the time vessels spend in ports can be location-specific and under the port’s control (endogenous) or external and beyond the control of the port (exogenous). The CPPI measures time spent in container ports, strictly based on quantitative data only, which do not reveal the underlying factors or root causes of extended port times. A detailed port-specific diagnostic would be required to assess the contribution of underlying factors to the time a vessel spends in port. A very low ranking or a significant change in ranking may warrant special attention, for which the World Bank generally recommends a detailed diagnostic.Publication Digital Progress and Trends Report 2023(Washington, DC: World Bank, 2024-03-05)Digitalization is the transformational opportunity of our time. The digital sector has become a powerhouse of innovation, economic growth, and job creation. Value added in the IT services sector grew at 8 percent annually during 2000–22, nearly twice as fast as the global economy. Employment growth in IT services reached 7 percent annually, six times higher than total employment growth. The diffusion and adoption of digital technologies are just as critical as their invention. Digital uptake has accelerated since the COVID-19 pandemic, with 1.5 billion new internet users added from 2018 to 2022. The share of firms investing in digital solutions around the world has more than doubled from 2020 to 2022. Low-income countries, vulnerable populations, and small firms, however, have been falling behind, while transformative digital innovations such as artificial intelligence (AI) have been accelerating in higher-income countries. Although more than 90 percent of the population in high-income countries was online in 2022, only one in four people in low-income countries used the internet, and the speed of their connection was typically only a small fraction of that in wealthier countries. As businesses in technologically advanced countries integrate generative AI into their products and services, less than half of the businesses in many low- and middle-income countries have an internet connection. The growing digital divide is exacerbating the poverty and productivity gaps between richer and poorer economies. The Digital Progress and Trends Report series will track global digitalization progress and highlight policy trends, debates, and implications for low- and middle-income countries. The series adds to the global efforts to study the progress and trends of digitalization in two main ways: · By compiling, curating, and analyzing data from diverse sources to present a comprehensive picture of digitalization in low- and middle-income countries, including in-depth analyses on understudied topics. · By developing insights on policy opportunities, challenges, and debates and reflecting the perspectives of various stakeholders and the World Bank’s operational experiences. This report, the first in the series, aims to inform evidence-based policy making and motivate action among internal and external audiences and stakeholders. The report will bring global attention to high-performing countries that have valuable experience to share as well as to areas where efforts will need to be redoubled.Publication Global Economic Prospects, January 2025(Washington, DC: World Bank, 2025-01-16)Global growth is expected to hold steady at 2.7 percent in 2025-26. However, the global economy appears to be settling at a low growth rate that will be insufficient to foster sustained economic development—with the possibility of further headwinds from heightened policy uncertainty and adverse trade policy shifts, geopolitical tensions, persistent inflation, and climate-related natural disasters. Against this backdrop, emerging market and developing economies are set to enter the second quarter of the twenty-first century with per capita incomes on a trajectory that implies substantially slower catch-up toward advanced-economy living standards than they previously experienced. Without course corrections, most low-income countries are unlikely to graduate to middle-income status by the middle of the century. Policy action at both global and national levels is needed to foster a more favorable external environment, enhance macroeconomic stability, reduce structural constraints, address the effects of climate change, and thus accelerate long-term growth and development.